Recent feminist research has demonstrated how women have been neglected or misrepresented in virtually every discipline in the humanities and social sciences. The most exciting research growing out of this body of work is the attempt to see what kinds of changes are required in the assumptions, results, and even the methods of these disciplines to

How deep learning—from Google Translate to driverless cars to personal cognitive assistants—is changing our lives and transforming every sector of the economy. The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy. Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.

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The influence of Thomas Kuhn (1922 -1996) on the history and philosophy of science has been truly enormous. In 1962, Kuhn's famous work, The Structure of Scientific Revolutions, helped to inaugurate a revolution - the historiographic revolution - in the latter half of the twentieth century, providing a new understanding of science in which 'paradigm shifts' (scientific revolutions) are punctuated with periods of stasis (normal science). Kuhn's revolution not only had a huge impact on the history and philosophy of science but on other disciplines as well, including sociology, education, economics, theology, and even science policy. James A. Marcum's book focuses on the following questions: What exactly was Kuhn's historiographic revolution? How did it come about? Why did it have the impact it did? What, if any, will its future impact be for both academia and society? At the heart of the answers to these questions is the person of Kuhn himself, i.e., his personality, his pedagogical style, his institutional and social commitments, and the intellectual and social context in which he practiced his trade. Drawing on the rich archival sources at MIT, and engaging fully with current scholarship on Kuhn, Marcum's is the first book to show in detail how Kuhn's influence transcended the boundaries of the history and philosophy of science community to reach many others - sociologists, economists, theologians, political scientists, educators, and even policy makers and politicians.

Reacting to the perception that the break, early on in the scientific revolution, between alchemy and chemistry was clean and abrupt, Moran literately and engagingly recaps what was actually a slow process. Far from being the superstitious amalgam it is now considered, alchemy was genuine science before and during the scientific revolution. The distinctive alchemical procedure--distillation--became the fundamental method of analytical chemistry, and the alchemical goal of transmuting "base metals" into gold and silver led to the understanding of compounds and elements. What alchemy very gradually but finally lost in giving way to chemistry was its spiritual or religious aspect, the linkages it discerned between purely physical and psychological properties. Drawing saliently from the most influential alchemical and scientific texts of the medieval to modern epoch (especially the turbulent and eventful seventeenth century), Moran fashions a model short history of science volume